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Lectures on Numerical Methods in Bifurcation Problems
Methods for Finding Zeros in Polynomials
Lectures on Stochastic Flows and Applications
Educational Psychology by Edward L. Thorndike
The Last Days of Tolstoy by V. G. Chertkov
Globalization and Responsibility
Lectures on Siegel Modular Forms and Representation by Quadratic Forms
Lectures on Topics In One-Parameter Bifurcation Problems
History of the Incas by Pedro Sarmiento de Gamboa
Linear Algebra: Theorems and Applications
Lectures on Stochastic Differential Equations and Malliavin Calculus
A Short Biographical Dictionary of English Literature
Lectures on Sieve Methods and Prime Number Theory
Dollars and Sense by William Crosbie Hunter
The Theory of the Theatre by Clayton Hamilton
The Mathematics of Investment
Occupiers of Wall Street: Losers or Game Changers
The Solution of the Pyramid Problem
Lectures on Moduli of Curves
Walden by Henry David Thoreau
Methods for Finding Zeros in Polynomials
Lectures on Stochastic Flows and Applications
Educational Psychology by Edward L. Thorndike
The Last Days of Tolstoy by V. G. Chertkov
Globalization and Responsibility
Lectures on Siegel Modular Forms and Representation by Quadratic Forms
Lectures on Topics In One-Parameter Bifurcation Problems
History of the Incas by Pedro Sarmiento de Gamboa
Linear Algebra: Theorems and Applications
Lectures on Stochastic Differential Equations and Malliavin Calculus
A Short Biographical Dictionary of English Literature
Lectures on Sieve Methods and Prime Number Theory
Dollars and Sense by William Crosbie Hunter
The Theory of the Theatre by Clayton Hamilton
The Mathematics of Investment
Occupiers of Wall Street: Losers or Game Changers
The Solution of the Pyramid Problem
Lectures on Moduli of Curves
Walden by Henry David Thoreau
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Free PDF: Worm Defense and Quarantine Research Formal Models and Simulation
Posted on 2010-05-18
|
Background! Part of EMIST/DETERproject! EMIST (Evaluation Me thodsfor Internet Security Technology) & 8220;Develop thorough, realistic, and scientifically rigorous testing frameworks and methodologies for particular classes of network attacks and defense mechanisms.& 8221;! Funded by NSFandDHS Worm DefenseStrate gies Highlights of ongoing mal code defense research Resource Limitation De lay worm prop aga ti on through the limiting of resources that aggressive worms consume(William son 2002, Staniford 2004, Wongetal. 2004) Leap- & 8230; Formal Methods Approach Model Checking of Worm Defense 1. Express qua ran tine (and other proper ties) as logical formula 2. Evaluate model of worm de fenseundertheses pecifications Model (Finite State Machine) & 038; Initial State Properties (Linear Temporal Logic) - Worm Propagation - Worm Defense - Initially one infected - Quarantine Definitions - Others: validation, can defense win? Model Checker proved or counter example (or out-of-memory) & 8230; Experimental Results Quarantine under group-based defense and scanning worm wit harbitrarypropagat ion 1. Quarantine property does not hold: Defense cannot achieve qua ran tine in every scenario 2. Model checking negation of quarantine: Counterexample =scenario in which quarantine achieved 1 t 1 3 2 a a i 1 t 2 3 2 a a 1 t 3 3 2 1 t 4 3 2 2 : infected : uninfected : filtering a i : alert : infection (only shown when uninfected target) i a a a a Figure: Example when& 8221;Weak Quarantine& 8221;holds ( r =2, G =3) .. Simulation Parameters ! 100 LANs, each: 1 egress route rand 10 vulnerable end hosts ! Random scanning UDP worm in address space 0 .. 216 & 8216; 1 with 3wormspeeds: ! 10 (low speed), ! 100 (medium speed), and ! 1000 (high speed) scans per sec ond ! Worm defense: ! rate limit=10 di!er ent (external) IPspersecond ! group size=10 and alert severity s =3 ! alert threshold ! =6 , 9 , 12 , 15 ! Max. simulated time 200 seconds and 100 re pe atedruns Worm Defense and Quarantine Research Formal Models and Simulation.Pdf
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